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Healthcare / AI2025Full-stack developer

CirrusAIAI Tools for Healthcare Teams

AI tools for clinical documentation, call reviews, staff assistance, and insurance appeals, integrated into CareCloud workflows.

CirrusAI — AI Tools for Healthcare Teams
Technologies used
  • ↳Next.js
  • ↳Python
  • ↳Vertex AI
  • ↳OpenAI
  • ↳PostgreSQL
  • ↳Elastic UI
The project

Overview

CirrusAI brings generative AI into CareCloud's clinical and billing workflows. Its modules support documentation, call quality reviews, staff assistance, and insurance appeals within the systems healthcare teams already use.

The problem

What needed to be solved

  • 01Introduce AI features while addressing healthcare teams' data, review, and usability requirements.
  • 02Generate clinical documentation from conversations without interrupting providers' work.
  • 03Automate call quality reviews and appeal drafting while keeping outputs available for staff review.
  • 04Support multilingual teams within their existing systems.
  • 05Connect AI features to electronic health records and billing workflows.
The work

How I approached it

  • 01Developed modular AI services using Vertex AI and OpenAI across clinical, operational, and billing use cases.
  • 02Built note generation to turn conversations into documentation for electronic health records.
  • 03Created call auditing and performance dashboards to support call-center quality reviews.
  • 04Added clinical decision support, virtual assistance, and appeal drafting tools to reduce repetitive staff tasks.
  • 05Integrated the modules into CareCloud so teams could access them within their existing workflows.
The outcome

What the project delivered

  • 01Reduced documentation work, enabling 20% more time for direct patient care.
  • 02Supported more consistent operations with AI-assisted call reviews, decision support, and staff assistance.
  • 03Accelerated claims and reimbursement workflows with automated appeal generation.
  • 04Made the tools accessible within existing electronic health records, with multilingual support.
  • 05Brought AI assistance into the clinical and billing workflows teams use every day.
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